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Automation Risk Analysis

Will “Auto Damage Claims Adjuster (Automotive Damage Claims Adjuster)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #675 of 702. Estimated risk: 98.0%

Directly assessed by researchers as likely automatable
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AI Exposure Risk

56%

“Auto Damage Claims Adjuster (Automotive Damage Claims Adjuster)” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

33%

“Auto Damage Claims Adjuster (Automotive Damage Claims Adjuster)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 33% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Claims Adjusters, Examiners, and Investigators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Review settled claims to determine that payments and settlements are made in accordance with company practices and procedures. Confer with legal counsel on claims requiring litigation. May also settle insurance claims.

Avg. Annual Salary $78,770
Avg. Hourly Wage $37.87
Available Jobs (US) 305,020
Job Title & Hierarchy Code (SOC) Claims Adjusters, Examiners, and Investigators #13-1031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Claims Adjusters, Examiners, and Investigators”

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Core Skills & Abilities

  • Present cases and participate in their discussion at claim committee meetings.

  • Review police reports, medical treatment records, medical bills, or physical property damage to determine the extent of liability.

  • Supervise claims adjusters to ensure that adjusters have followed proper methods.

  • Interview or correspond with claimants, witnesses, police, physicians, or other relevant parties to determine claim settlement, denial, or review.

  • Communicate with former associates to verify employment record or to obtain background information regarding persons or businesses applying for credit.

  • Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.

  • Refer questionable claims to investigator or claims adjuster for investigation or settlement.

  • Pay and process claims within designated authority level.

  • Collect evidence to support contested claims in court.

  • Attend mediations or trials.

  • Obtain credit information from banks and other credit services.

  • Confer with legal counsel on claims requiring litigation.

  • Resolve complex, severe exposure claims, using high service oriented file handling.

  • Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.

  • Negotiate claim settlements or recommend litigation when settlement cannot be negotiated.

  • Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.

  • Conduct detailed bill reviews to implement sound litigation management and expense control.

  • Investigate and assess damage to property and create or review property damage estimates.

  • Contact or interview claimants, doctors, medical specialists, or employers to get additional information.

  • Interview or correspond with agents and claimants to correct errors or omissions and to investigate questionable claims.

  • Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.

  • Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.

  • Prepare reports to be submitted to company's data processing department.

  • Analyze information gathered by investigation and report findings and recommendations.

  • Communicate with reinsurance brokers to obtain information necessary for processing claims.

  • Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures.

  • Examine claims forms and other records to determine insurance coverage.

  • Examine titles to property to determine validity and act as company agent in transactions with property owners.

  • Report overpayments, underpayments, and other irregularities.

Technologies & Software

  • Microsoft Office software
  • CCC GuidePost Decision Support
  • Clear Technology Tranzax
  • Bridium Claims 3
  • Mistral (Mistral AI)
  • Gemini (Google)
  • Zoom
  • Castek Insure3 Claims
  • Microsoft Access
  • Claims processing administration and management software
  • Hummingbird Legal Bill Review
  • CGI-AMS BureauLink Enterprise
  • First Notice Systems ClaimCapture
  • DataRobot
  • ISO NetMap for Claims
  • Tableau AI
  • CAD Zone Insurance
  • CCC EZNet electronic communications network
  • Turtle Creek Software Goldenseal Architect
  • Injury Sciences EDR InSight
  • Automatic Data Processing Autosource
  • Insurance claims fraud detection software
  • BCCORP W5 for Adjusters
  • Captiva InputAccel
  • Datanex ClaimTrac
  • ChatGPT (OpenAI)
  • CGI INSideOUT
  • Llama (Meta)
  • Claude (Anthropic)
  • ADP software
  • Microsoft Publisher
  • LexisNexis RiskWise
  • CSC Automated Work Distributor AWD
  • Planful AI
  • StrataCare StrataWare eReview
  • Grok (xAI)
  • Bramerhill ClaimsTech
  • Microsoft PowerPoint
  • Tropics Claims Reserve Management
  • Fair Isaac SmartAdvisor
  • PhotoModeler
  • Magnify Predictive Targeting System
  • MapScenes Pro
  • Alteryx AI
  • Visual Statement Investigator Suite
  • CSC Fault Evaluator
  • Microsoft Excel
  • DeepSeek
  • Document management system software
  • Medical procedure coding software
  • InSystems Calligo Document Management System
  • MapScenes Evidence Recorder
  • Covansys ClaimConnect
  • Hyland OnBase Enterprise Content Management
  • Perplexity AI
  • Bill review software
  • CSC Colossus
  • Agency Management Systems AMS 360
  • BCCORP Burkitt W5
  • ARSoftware WinSMAC
  • Simsol for Adjusters
  • CCC Pathways Appraisal Quality Solution
  • IBM Fraud and Abuse Management System
  • Microsoft Word
  • Kimi (Moonshot AI)
  • ISO ClaimSearch
  • Medical condition coding software
  • Qwen (Alibaba)
  • Nova (Amazon)
  • Mozilla Firefox
  • Microsoft Copilot
  • Fair Isaac Claims Advisor
  • Meta Business AI
  • AutoClaims Direct DirectLink
  • CCC Pathways Image Management Solution
  • Business software applications
  • Axonwave Fraud and Abuse Management System
  • Corporate Systems ClaimsPro
  • Computerized voice stress analyzer CVSA software
  • Apple Safari
  • CCC TL2000 Solution
  • Automatic Data Processing Estimating
  • Healthcare common procedure coding system HCPCS
  • 4n6xprt Systems StiffCalcs
  • Automatic Data Processing Claims Manager & Dispatch
  • Microsoft Outlook
  • Gemini for Workspace
  • Brightwork Alyce Claims Systems
  • QwikQuote software
  • Xactware Xactimate
  • Napkin AI
  • Property damage, bodily injury, and liability estimation software
  • Total stations
  • Tablet computers
  • Handheld computers
  • Personal digital assistants PDA
  • Event data recorders
  • Scanners
  • Field computers
  • Mobile wireless handheld communication devices
  • Personal computers
  • Measure markers
  • Desktop computers
  • Data collectors
  • Notebook computers

Alternative Job Titles